id
numerical
| Approximate Distinct Count |
18560 |
| Approximate Unique (%) |
100.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
296960 |
| Mean |
10025.8738 |
| Minimum |
0 |
| Maximum |
20097 |
| Zeros |
1 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
make
categorical
| Approximate Distinct Count |
2 |
| Approximate Unique (%) |
0.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
1323400 |
model
categorical
| Approximate Distinct Count |
6 |
| Approximate Unique (%) |
0.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
1305841 |
model_year
numerical
| Approximate Distinct Count |
24 |
| Approximate Unique (%) |
0.1% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
296960 |
| Mean |
2016.3728 |
| Minimum |
1999 |
| Maximum |
2023 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
kilometers
numerical
| Approximate Distinct Count |
578 |
| Approximate Unique (%) |
3.1% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
296960 |
| Mean |
94310.145 |
| Minimum |
0 |
| Maximum |
285000 |
| Zeros |
236 |
| Zeros (%) |
1.3% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
transmission_type
categorical
| Approximate Distinct Count |
2 |
| Approximate Unique (%) |
0.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
1370266 |
price
numerical
| Approximate Distinct Count |
797 |
| Approximate Unique (%) |
4.3% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
296960 |
| Mean |
274881.1961 |
| Minimum |
1000 |
| Maximum |
1384000 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
| Distinct Count |
226.3906 |
| Approximate Unique (%) |
1.2% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
296960 |
| Minimum |
2022-02-02 00:00:00 |
| Maximum |
2023-04-30 00:00:00 |
mileage_category
categorical
| Approximate Distinct Count |
5 |
| Approximate Unique (%) |
0.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
167533 |
extra_features_count
numerical
| Approximate Distinct Count |
39 |
| Approximate Unique (%) |
0.2% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
296960 |
| Mean |
12.4532 |
| Minimum |
1 |
| Maximum |
39 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
Quantile Statistics
| Minimum |
1 |
| 5-th Percentile |
4 |
| Q1 |
6 |
| Median |
9 |
| Q3 |
18 |
| 95-th Percentile |
26 |
| Maximum |
39 |
| Range |
38 |
| IQR |
12 |
Descriptive Statistics
| Mean |
12.4532 |
| Standard Deviation |
7.7952 |
| Variance |
60.7652 |
| Sum |
231132 |
| Skewness |
0.7882 |
| Kurtosis |
-0.5406 |
| Coefficient of Variation |
0.626 |